SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images.
Tan N. N. DoanBoram SongTrinh Thi Le VuongKyungeun KimJin Tae KwakPublished in: IEEE J. Biomed. Health Informatics (2022)
Keyphrases
- cell nuclei
- microscopic images
- microscopy images
- neural network
- image classification
- confocal images
- ordinal regression
- approximate nearest neighbor search
- breast tissue
- skin lesion
- text classification
- edge detection
- image features
- classification accuracy
- image retrieval
- support vector machine
- image segmentation
- decision trees
- machine learning
- model selection
- text categorization
- training data
- feature selection
- white blood cells